About repeated measure ANOVA in RTs analysis
I have used repeated measure ANOVA in RTs analysis for a long time, and many published
papers also used it, but I don't know why.
For example (Simon effect), it is a 2 (target side: left vs. right) x 2 (response side: left vs. right) design. And there would be 4 conditions ( left-left, left-right, right-left, and right-right). In an experiment, each condition must be repeated several times, let's say 32 times. Is it this 32 is the repeated number in repeated measure ANOVA?
And I see the description of repeated measure ANOVA state that this measure takes place in different places and times, but the cognitive experiments seem not to fit that description.
In addition, when analysis, we will get a table is as follows (I made up the data)
In this case, we each subject have one value on each condition, that is the repeated measure RT were merged. So, How is it different from multi-factor ANOVA?
I am very confused by these questions. If someone could enlighten me by providing me with the answer or giving me the way to know this related issue, I would appreciate it! Thanks！